SOLVD BLOG

What does it mean to use bottom-up adoption in my company for AI

If you’re trying to bring AI into your business, you’re probably wondering:

Should we roll it out top-down—or start with the people already doing the work?

At SOLVD, we’ve seen time and time again that the smartest path is starting from the bottom up.

“Bottom-up… what we’re referring to is empowering experts at an organization to use AI effectively.” – Evan Connell, Consulting Manager at SOLVD

Here’s what that means—and how you can do it the right way.

Most Tech Rollouts Start Top-Down. AI Shouldn’t.

In a typical software rollout, leadership picks the tools, IT builds it out, and then users are trained at the end. That’s a top-down approach. It works fine for big systems that need structure.

But AI is different.

You don’t need a huge buildout to start seeing value from AI tools like ChatGPT, Claude, or Gemini. The people who benefit most are usually the people closest to the work—sales reps, support agents, and developers.

“You just gotta give your people access to it… some training… and then encourage use.”  – Evan Connell, Consulting Manager at SOLVD

How to Get Started with Bottom-Up AI Adoption

This doesn’t have to be complicated. Here’s how to start small but smart:

1. Choose the Right Tools

Pick an AI tool that works for your team. Make sure it respects your privacy—some tools save chats and use them to train future models. You’ll want to avoid that if you’re handling sensitive data.

“Make sure… they’re not gonna train on the data that you’re giving them.”  – Evan Connell, Consulting Manager at SOLVD

2. Update Your Policies

Create simple, clear guidelines. Let your team know which AI tools are approved, how to use them safely, and when to avoid them. Transparency builds trust.

3. Train Your Team

Show people how to use AI effectively—especially how to write good prompts. It doesn’t take long, and it helps people feel confident, not confused.

4. Encourage Experimentation

This part is key. Let your team test, share, and talk about what’s working. When people realize they’re safe to try new things, creativity follows.

“Set people’s minds at ease… and you’ll start to naturally get this positive experimentation.”  – Evan Connell, Consulting Manager at SOLVD

Why Bottom-Up Works

AI works best when it solves real problems. And no one knows those problems better than the people doing the work every day.

Once your team starts using AI in small ways—writing emails faster, summarizing meeting notes, building simple automations—they’ll start finding bigger ways to use it. That’s how bottom-up adoption leads to real transformation.

Ready to Build Smart AI Habits Across Your Team?

At SOLVD, we help mid-market SaaS businesses adopt AI with confidence—starting from the bottom up.

📅 Schedule a free discovery call with our team and let’s build your AI adoption plan, step by step.

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